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title
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author
Shih-Yang (Sean) Liu
updated
2026-03-11 11:06:36
raw text
Shih-Yang (Sean) Liu Shih-Yang (Sean) Liu I'm a PhD student at HKUST, where I work on efficient deep learning (Compression and Parameter-efficient Finetuning). I am a member of Vision and System Design Lab (VSDL) , advised by Prof. Tim Kwang-Ting CHENG . I am also mentored by Zechun Liu , and we work closely on model quantization. I am currently a reserach intern at Nvidia Research working on efficient deep learning. Email / Google Scholar / Twitter(X) / Github Research I'm interested in model compression, efficient deep learning. Most of my research is about accelerating either the inference or training of deep learning model. Representative papers are highlighted . DoRA: Weight-Decomposed Low-Rank Adaptation Shih-Yang Liu , Chien-Yi Wang, Hongxu Yin, Pavlo Molchanov, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Min-Hung Chen Proceedings of the 41th International Conference on Machi...
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